Paper Citation Record · LEDGER

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection

As of 11 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 2 inbound Pith citation observations for arXiv:2502.04656.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2502.04656 v2

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T22:02:52.438144Z

measured 53 of 53 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:04:17.847795Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-07T11:04:17.910770Z

Reference resolution

51 of 51 outbound references displayed

verified exact1
verified fuzzy8
unresolved42
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 873c8546-d014-457e-bc13-4426bc0ff6fe · outbound

This paper cites Redmon, You only look once: Unified, real-time object detection, in: Proceedings of the IEEE conference on computer vision and pattern recognition, 2016.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection Redmon, You only look once: Unified, real-time object detection, in: Proceedings of the IEEE conference on computer vision and pattern recognition, 2016

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:02:52.927677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2989d921-98c4-4549-bdc0-b3b8f18e1432 · outbound

This paper cites Redmon, A.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection Redmon, A

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-08T22:02:52.263954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cf88d74-d526-45ee-b68d-c73e23717bf8 · outbound

This paper cites YOLOv3: An Incremental Improvement.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection YOLOv3: An Incremental Improvement

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-08T22:02:52.267927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfcc096e-a051-435e-9417-39e46c8a62db · outbound

This paper cites YOLOv4: Optimal Speed and Accuracy of Object Detection.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection YOLOv4: Optimal Speed and Accuracy of Object Detection

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-08T22:02:52.272374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36861b08-20b2-459c-bb2f-e33f4179c3bc · outbound

This paper cites Jocher, A.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection Jocher, A

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:02:52.911907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 866383bc-8444-40d0-add9-ec2d6a09a2cb · outbound

This paper cites YOLOX: Exceeding YOLO Series in 2021.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection YOLOX: Exceeding YOLO Series in 2021

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-08T22:02:52.279858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a03c9ee-4a21-461e-9c15-a9d266bcd537 · outbound

This paper cites YOLOv6 v3.0: A Full-Scale Reloading.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection YOLOv6 v3.0: A Full-Scale Reloading

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-08T22:02:52.283998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f2aa11e-8eb4-4c09-a9c4-4af1d338d838 · outbound

This paper cites an unresolved cited work.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-08T22:02:52.902552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 73c2c8c4-ce65-4f28-83a8-8cff4483c767 · outbound

This paper cites Jocher, A.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection Jocher, A

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:02:52.893414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation bf9a71c9-23ae-4925-8ffb-028af0cef2bd · outbound

This paper cites DAMO-YOLO : A Report on Real-Time Object Detection Design.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection DAMO-YOLO : A Report on Real-Time Object Detection Design

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-08T22:02:52.294697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17b44c39-6ccf-4cdf-b02c-1ce74fa213e4 · outbound

This paper cites RTMDet: An Empirical Study of Designing Real-Time Object Detectors.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection RTMDet: An Empirical Study of Designing Real-Time Object Detectors

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-08T22:02:52.298455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa7282b9-ff02-43cb-935b-805276c1e53d · outbound

This paper cites PP-YOLOE: An evolved version of YOLO.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection PP-YOLOE: An evolved version of YOLO

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-08T22:02:52.302721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71d36e3e-ecc8-43cc-959e-4c0411bf2b06 · outbound

This paper cites Gold-YOLO: Efficient Object Detector via Gather-and-Distribute Mechanism.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection Gold-YOLO: Efficient Object Detector via Gather-and-Distribute Mechanism

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-08T22:02:52.306394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f5056d0-3ea7-49ef-b60a-e0563e8b2e03 · outbound

This paper cites YOLO-MS: Rethinking Multi-Scale Representation Learning for Real-time Object Detection.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection YOLO-MS: Rethinking Multi-Scale Representation Learning for Real-time Object Detection

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-08T22:02:52.309893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cee50826-61a9-4c96-b63b-c7e9b9806602 · outbound

This paper cites YOLOv9: Learning What You Want to Learn Using Programmable Gradient Information.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection YOLOv9: Learning What You Want to Learn Using Programmable Gradient Information

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-08T22:02:52.313482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 329c8c53-b025-4106-9049-b6440aae501c · outbound

This paper cites Multi-Branch Auxiliary Fusion YOLO with Re-parameterization Heterogeneous Convolutional for accurate object detection.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection Multi-Branch Auxiliary Fusion YOLO with Re-parameterization Heterogeneous Convolutional for accurate object detection

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-08-08T22:02:52.535408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 973f483a-720f-4992-9e1c-e4c160a9013d · outbound

This paper cites YOLOv10: Real-Time End-to-End Object Detection.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection YOLOv10: Real-Time End-to-End Object Detection

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-08T22:02:52.320764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be261d44-7539-44c4-a021-72bf4d8d74d7 · outbound

This paper cites Jocher, A.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection Jocher, A

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:02:52.883034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a0c08be8-5d0c-46fd-b716-02759070acf0 · outbound

This paper cites YOLOv12: Attention-Centric Real-Time Object Detectors.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection YOLOv12: Attention-Centric Real-Time Object Detectors

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-08T22:02:52.327715Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e118f47-ac08-4b8f-baa2-e8ef44a79496 · outbound

This paper cites an unresolved cited work.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-08T22:02:52.873878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2feb3744-98fd-47ec-bbfb-7cf350563ff5 · outbound

This paper cites an unresolved cited work.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-08T22:02:52.863650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8463635e-901f-4d93-8a07-1c81144e5e71 · outbound

This paper cites Wang, H.-Y.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection Wang, H.-Y

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:02:52.852658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 432e2eb1-e48a-4cf3-b05e-66b9fe94eddc · outbound

This paper cites an unresolved cited work.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-08T22:02:52.842812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 68846ee7-aae0-45f4-bad7-ba174af485a1 · outbound

This paper cites MAE-DET: Revisiting Maximum Entropy Principle in Zero-Shot NAS for Efficient Object Detection.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection MAE-DET: Revisiting Maximum Entropy Principle in Zero-Shot NAS for Efficient Object Detection

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-08T22:02:52.344691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdb89c25-167d-46a5-85f9-5e57cbfe8e67 · outbound

This paper cites an unresolved cited work.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-08T22:02:52.833561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2af18181-a301-444a-9f04-748cacecc3cb · outbound

This paper cites an unresolved cited work.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-08T22:02:52.823756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1c8720bd-88f5-4f10-babe-fa1327a5d715 · outbound

This paper cites an unresolved cited work.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-08T22:02:52.814369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4a011c19-ea27-4b5d-a3e8-c9c4f4f9b1e7 · outbound

This paper cites an unresolved cited work.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-08T22:02:52.358983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f288b2bf-ebca-4e22-aafa-681581f42a56 · outbound

This paper cites an unresolved cited work.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-08T22:02:52.798161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a9afea58-c765-403f-bcd9-356bc85185df · outbound

This paper cites an unresolved cited work.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-08T22:02:52.788378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 22b1d0a3-807f-48df-96d1-38a6aad9b5a8 · outbound

This paper cites Everingham, S.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection Everingham, S

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:02:52.777785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 796eecc8-ac78-46ca-9153-33e063bfce03 · outbound

This paper cites an unresolved cited work.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-08T22:02:52.767365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7d672fce-ef35-462c-b84a-0124d29080ee · outbound

This paper cites an unresolved cited work.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-08T22:02:52.375767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4fd24b6-b7de-4a7e-98b7-b6561dcb6d3a · outbound

This paper cites Ghiasi, Y.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection Ghiasi, Y

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:02:52.750584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ae57f9d1-580e-45f7-b12b-4edd54d06e90 · outbound

This paper cites an unresolved cited work.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-08T22:02:52.382052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a5304ae-6f97-444a-b87e-ba527169bca8 · outbound

This paper cites an unresolved cited work.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-08T22:02:52.732927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b0d9c3b1-242c-4ca8-8a13-742e2ca2e5c9 · outbound

This paper cites RT-DETRv2: Improved Baseline with Bag-of-Freebies for Real-Time Detection Transformer.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection RT-DETRv2: Improved Baseline with Bag-of-Freebies for Real-Time Detection Transformer

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-08T22:02:52.388714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f542323b-ddb5-4381-8f03-2c22626f4931 · outbound

This paper cites an unresolved cited work.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-08T22:02:52.392154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9e54a37-46af-4e7c-9a0a-e0003b2f6a00 · outbound

This paper cites an unresolved cited work.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-08T22:02:52.716876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f9212335-154b-4abd-9702-31a51e08d5e7 · outbound

This paper cites an unresolved cited work.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-08T22:02:52.399514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 907899cb-2b8f-4361-b702-a0da3b05f04d · outbound

This paper cites Deformable DETR: Deformable Transformers for End-to-End Object Detection.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection Deformable DETR: Deformable Transformers for End-to-End Object Detection

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-08T22:02:52.402776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0743b88-bc53-44d8-a4c5-21957cf968b9 · outbound

This paper cites an unresolved cited work.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-08T22:02:52.701574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 912170af-9a98-4672-8781-22b23722229a · outbound

This paper cites DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-08T22:02:52.409542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b1da4fe-5b44-4b23-9890-5907ca04d81a · outbound

This paper cites an unresolved cited work.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-08T22:02:52.690864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2eabf8ed-5abb-4e1a-8736-823f8cf130d3 · outbound

This paper cites an unresolved cited work.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-08T22:02:52.681368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c03833de-2be1-40dc-9a52-5d5fe45b9095 · outbound

This paper cites an unresolved cited work.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-08T22:02:52.672049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9ce56cfc-6b90-4351-9177-ba1cf9c89e06 · outbound

This paper cites an unresolved cited work.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-08T22:02:52.662648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7912b744-b534-4bee-adce-2959fc01e41e · outbound

This paper cites The KFIoU Loss for Rotated Object Detection.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection The KFIoU Loss for Rotated Object Detection

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-08T22:02:52.427106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f49afef-d84b-4938-8db4-6518d77bbb7e · outbound

This paper cites an unresolved cited work.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-08T22:02:52.653074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d694d53b-ce4b-403b-a9b6-938c22ec9b22 · outbound

This paper cites Zhang, Y.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection Zhang, Y

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:02:52.643083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 50f7d9f0-b6f0-423b-aac1-ac90559c8e93 · outbound

This paper cites an unresolved cited work.

MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-08T22:02:52.632054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Pith citing papers

Observation 61d04967-4edf-4ded-8b69-acf5d2d4fe85 · inbound

MambaNeXt-YOLO: A Hybrid State Space Model for Real-time Object Detection cites this paper.

MambaNeXt-YOLO: A Hybrid State Space Model for Real-time Object Detection MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection

Reference 26

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T11:04:17.917412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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CollabOD: Collaborative Multi-Backbone with Cross-scale Vision for UAV Small Object Detection cites this paper.

CollabOD: Collaborative Multi-Backbone with Cross-scale Vision for UAV Small Object Detection MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection

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